diff --git a/documentation/webdocs/markdowndocs/TAOS SQL-ch.md b/documentation/webdocs/markdowndocs/TAOS SQL-ch.md
index 343ce80422ea3d973907adbe438bfdd3021b2ddb..e494a1be45a49a0dc83d32c9d5be8d2316c7970b 100644
--- a/documentation/webdocs/markdowndocs/TAOS SQL-ch.md	
+++ b/documentation/webdocs/markdowndocs/TAOS SQL-ch.md	
@@ -556,7 +556,7 @@ TDengine支持针对数据的聚合查询。提供支持的聚合和选择函数
     功能说明：统计表中某列的值百分比分位数。  
     返回结果数据类型： 双精度浮点数Double。  
     应用字段：不能应用在timestamp、binary、nchar、bool类型字段。  
-    说明：*k*值取值范围0≤*k*≤100，为0的时候等同于MIN，为100的时候等同于MAX。
+    说明：*k*值取值范围0≤*P*≤100，为0的时候等同于MIN，为100的时候等同于MAX。
 
 - **APERCENTILE**
     ```mysql
@@ -565,7 +565,7 @@ TDengine支持针对数据的聚合查询。提供支持的聚合和选择函数
     功能说明：统计表中某列的值百分比分位数，与PERCENTILE函数相似，但是返回近似结果。  
     返回结果数据类型： 双精度浮点数Double。  
     应用字段：不能应用在timestamp、binary、nchar、bool类型字段。  
-    说明：*k*值取值范围0≤*k*≤100，为0的时候等同于MIN，为100的时候等同于MAX。推荐使用```APERCENTILE```函数，该函数性能远胜于```PERCENTILE```函数
+    说明：*k*值取值范围0≤*P*≤100，为0的时候等同于MIN，为100的时候等同于MAX。推荐使用```APERCENTILE```函数，该函数性能远胜于```PERCENTILE```函数
     
 - **LAST_ROW**
     ```mysql
diff --git a/documentation/webdocs/markdowndocs/TAOS SQL.md b/documentation/webdocs/markdowndocs/TAOS SQL.md
index c0d35e9afcbf5853273f0db4c2181a0075f1e844..f94047fb6ac6a7d5a0cc25cb4789d9e686ed1baf 100644
--- a/documentation/webdocs/markdowndocs/TAOS SQL.md	
+++ b/documentation/webdocs/markdowndocs/TAOS SQL.md	
@@ -289,10 +289,10 @@ TDengine supports aggregations over numerical values, they are listed below:
     Applied to: table/STable. 
 
 
-- **WAVG**
+- **TWA**
   
     ```mysql
-    SELECT WAVG(field_name) FROM tb_name WHERE clause
+    SELECT TWA(field_name) FROM tb_name WHERE clause
     ```
     Function: return the time-weighted average value of a specific column  
     Return Data Type: `double`  
@@ -324,7 +324,7 @@ TDengine supports aggregations over numerical values, they are listed below:
 
 - **LEASTSQUARES**
     ```mysql
-    SELECT LEASTSQUARES(field_name) FROM tb_name [WHERE clause]
+    SELECT LEASTSQUARES(field_name, start_val, step_val) FROM tb_name [WHERE clause]
     ```
     Function: performs a linear fit to the primary timestamp and the specified column. 
     Return Data Type: return a string of the coefficient and the interception of the fitted line.  
@@ -417,6 +417,15 @@ TDengine supports aggregations over numerical values, they are listed below:
     Applied to: table/STable.  
     Note: The range of `P` is `[0, 100]`. When `P=0` , `PERCENTILE` returns the equal value as `MIN`; when `P=100`, `PERCENTILE` returns the equal value as `MAX`. 
 
+- **APERCENTILE**
+    ```mysql
+    SELECT APERCENTILE(field_name, P) FROM { tb_name | stb_name } [WHERE clause]
+    ```
+    Function: the value of the specified column below which `P` percent of the data points fall, it returns approximate value of percentile.
+    Return Data Type: double.  
+    Applicable Data Types: all types except `timestamp`, `binary`, `nchar`, `bool`. 
+    Applied to: table/STable.  
+    Note: The range of `P` is `[0, 100]`. When `P=0` , `APERCENTILE` returns the equal value as `MIN`; when `P=100`, `APERCENTILE` returns the equal value as `MAX`. `APERCENTILE` has a much better performance than `PERCENTILE`.
 
 - **LAST_ROW**
     ```mysql